cogpy.decomposition

Dimensionality reduction and signal decomposition: PCA, varimax rotation, spatio-spectral factor analysis, cross-recording factor matching, and embedding utilities.

Tutorial: Factor Analysis of Spectrograms with erpPCA

Submodules

cogpy.decomposition.pca	ERP-PCA decomposition of neural signals.
cogpy.decomposition.spatspec	Spatio-spectral decomposition container.
cogpy.decomposition.scores	Score processing for decomposition factor time series.
cogpy.decomposition.match	Cross-recording factor matching via Hungarian algorithm.
cogpy.decomposition.embed	Module for embedding techniques

Dimensionality reduction and signal decomposition.